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  • $\begingroup$ If it is relevant, I used the 'bam' function from the 'mgcv' package in R. $\endgroup$ Commented Sep 1, 2012 at 14:05
  • $\begingroup$ Also, I've tested for spatial autocorrelation using Moran's I. $\endgroup$ Commented Sep 1, 2012 at 14:19
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    $\begingroup$ Dealing with spatial and temporal autocorrelation is quite helpful for me. Some benefits of the model with correlation structure are explained in the beginning of "3.2 Accommodating spatial autocorrelation in the model" $\endgroup$ Commented Aug 1, 2017 at 9:25